Improving the Classification of Percussive Sounds with Analytical Features: A Case Study.
Pierre RoyFrançois PachetSergio KrakowskiPublished in: ISMIR (2007)
Keyphrases
- gabor filters
- feature vectors
- extracted features
- feature extraction
- feature set
- feature space
- classification models
- pattern classification
- image features
- feature analysis
- machine learning
- classification process
- support vector machine
- pattern recognition
- gender classification
- features extraction
- classification scheme
- high dimensionality
- text classification
- classification accuracy
- feature selection
- neural network
- classification method
- automatic classification
- supervised learning
- feature representation
- training set
- feature values
- discriminative features
- decision trees
- learning algorithm
- spectral features
- feature extraction and classification
- musical instrument